<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.biogeosciences.net/inc/bg/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Biogeosciences</journal_title>
		<journal_url>www.biogeosciences.net</journal_url>
		<issn>1726-4170</issn>
		<eissn>1726-4189</eissn>
		<volume_number>7</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2010</publication_year>
	</journal>
	<doi>10.5194/bg-7-427-2010</doi>
	<article_url>http://www.biogeosciences.net/7/427/2010/</article_url>
	<abstract_html>http://www.biogeosciences.net/7/427/2010/bg-7-427-2010.html</abstract_html>
	<fulltext_pdf>http://www.biogeosciences.net/7/427/2010/bg-7-427-2010.pdf</fulltext_pdf>
	<start_page>427</start_page>
	<end_page>440</end_page>
	<publication_date>2010-02-02</publication_date>
	<article_title content_type="html">A case study of eddy covariance flux of N&lt;sub&gt;2&lt;/sub&gt;O measured within forest ecosystems: quality control and flux error analysis</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>I. Mammarella</name>
			<email>ivan.mammarella@helsinki.fi</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>P. Werle</name>
		</author>
		<author numeration="3" affiliations="1">
			<name>M. Pihlatie</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>W. Eugster</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>S. Haapanala</name>
		</author>
		<author numeration="6" affiliations="2">
			<name>R. Kiese</name>
		</author>
		<author numeration="7" affiliations="4">
			<name>T. Markkanen</name>
		</author>
		<author numeration="8" affiliations="1">
			<name>Ãœ. Rannik</name>
		</author>
		<author numeration="9" affiliations="1">
			<name>T. Vesala</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Department of Physics, University of Helsinki, Finland</affiliation>
		<affiliation numeration="2" content_type="html">Karlsruhe Institute of Technology KIT, Garmisch-Partenkirchen, Germany</affiliation>
		<affiliation numeration="3" content_type="html">ETH Zurich, Switzerland</affiliation>
		<affiliation numeration="4" content_type="html">Finnish Meteorological Institute, Helsinki, Finland</affiliation>
	</affiliations>
	<abstract content_type="html">Eddy covariance (EC) flux measurements of nitrous oxide (N&lt;sub&gt;2&lt;/sub&gt;O) obtained
by using a 3-D sonic anemometer and a tunable diode laser gas analyzer for
N&lt;sub&gt;2&lt;/sub&gt;O were investigated. Two datasets (SorÃ¸, Denmark and Kalevansuo,
Finland) from different measurement campaigns including sub-canopy flux
measurements of energy and carbon dioxide are discussed with a focus on
selected quality control aspects and flux error analysis. Although fast
response trace gas analyzers based on spectroscopic techniques are
increasingly used in ecosystem research, their suitability for reliable
estimates of EC fluxes is still limited, and some assumptions have to be
made for filtering and processing data. The N&lt;sub&gt;2&lt;/sub&gt;O concentration signal
was frequently dominated by offset drifts (fringe effect), which can give an
artificial extra contribution to the fluxes when the resulting concentration
fluctuations are correlated with the fluctuations of the vertical wind
velocity. Based on Allan variance analysis of the N&lt;sub&gt;2&lt;/sub&gt;O signal, we found
that a recursive running mean filter with a time constant equal to 50 s was
suitable to damp the influence of the periodic drift.
Although the net N&lt;sub&gt;2&lt;/sub&gt;O fluxes over the whole campaign periods were quite
small at both sites (~5 &amp;mu;g N m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; h&lt;sup&gt;&amp;minus;1&lt;/sup&gt; for Kalevansuo and
~10 &amp;mu;g N m&lt;sup&gt;&amp;minus;2&lt;/sup&gt; h&lt;sup&gt;&amp;minus;1&lt;/sup&gt; for SorÃ¸), the calculated
sub-canopy EC fluxes were in good agreement with those estimated by
automatic soil chambers. However, EC N&lt;sub&gt;2&lt;/sub&gt;O flux measurements show larger
random uncertainty than the sensible heat fluxes, and classification
according to statistical significance of single flux values indicates that
downward N&lt;sub&gt;2&lt;/sub&gt;O fluxes have larger random error.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Ambus, P. and Christensen, S.: Spatial and seasonal nitrous oxide and methane fluxes in Danish forest-, grassland-, and agroecosystems, J. Environ. Qual., 24, 993â€“1001, 1995. </reference>
		<reference numeration="2" content_type="text"> Amiro, B. D.: Drag coefficients and turbulence spectra within three boreal forest canopies, Bound.-Lay. Meteorol., 52, 227â€“246, 1990. </reference>
		<reference numeration="3" content_type="text"> Aubinet, M., Grelle, A., Ibrom, A., Rannik, Ãœ., Moncrieff, J., Foken, T., Kowalski, A. S., Martin, P. H., Berbigier, P., Bernhofer, C., Clement, R., Elbers, J., Granier, A., GrÃ¼nvald, T., Morgenstern, K., Pilegaard, K., Rebmann, C., Snijders, W., Valentini, R., and Vesala, T.: Estimates of the annual net carbon and water exchange of European forests: the EUROFLUX methodology, Adv. Ecol. Res., 30, 113â€“175, 2000. </reference>
		<reference numeration="4" content_type="text"> Billesbach, D. P., Kim, J., Clement, R. J., Verma, S. B., Ullman, F. G.: An intercomparison of two tunable diode laser spectrometers used for eddy correlation measurements of methane flux in a prairie wetland, J. Atmos. Ocean. Tech., 15, 197â€“206, 1998. </reference>
		<reference numeration="5" content_type="text"> Brodeur, J. J., Warland, J. S., Staebler, R. M., and Wagner-Riddle, C.: Technical note: Laboratory evaluation of a tunable diode laser system for eddy covariance measurements of ammonia flux, Agr. Forest Meteorol., 149, 385â€“391, 2009. </reference>
		<reference numeration="6" content_type="text"> Butterbach-Bahl, K., Gasche, R., Huber, C. H., Kreutzer, K. and Papen, H.: Impact of N-input by wet deposition on N-trace gas fluxes and CH&lt;sub&gt;4&lt;/sub&gt; oxidation in spruce forest ecosystems of the temperate zone in Europe, Atmos. Environ., 32, 559â€“564, 1998. </reference>
		<reference numeration="7" content_type="text"> Campbell Scientific Inc: TGA100 trace gas analyzer user and reference manual, Campbell Scientific Inc, 2004. </reference>
		<reference numeration="8" content_type="text"> Cava, D., Giostra, U., Siqueira, M. B. B., and Katul, G. G.: Organised motion and radiative perturbations in the nocturnal canopy sublayer above an even-aged pine forest, Bound.-Lay. Meteorol., 112, 129â€“157, 2004. </reference>
		<reference numeration="9" content_type="text"> Chapuis-Lardy, L., Wrage, N., Metay, A., Chotte, J.-L. and Bernoux, M.: Soils, a sink for N&lt;sub&gt;2&lt;/sub&gt;O? A review, Glob. Change Biol., 13, 1â€“17, doi:10.1111/j.1365-2486.2006.01280.x, 2007. </reference>
		<reference numeration="10" content_type="text"> Christensen, S., Ambus, P., Arah, J. R., Clayton, H., Galle, B., Griffith, D. W. T., Hargreaves, K. J., Klemedtsson, L., Lind, A. M., Maag, M., Scott, A., Skiba, U., Smith, K. A., Welling, M., and Wienhold, F. G.: Nitrous oxide emissions from an agricultural field: comparison between measurements by flux chamber and micrometeorological techniques, Atmos. Environ., 30(24), 4183â€“4190, 1996. </reference>
		<reference numeration="11" content_type="text"> Eugster, W. and Senn, W.: A cospectral correction model for measurement of turbulent NO&lt;sub&gt;2&lt;/sub&gt; flux, Bound.-Lay. Meteorol., 74, 321â€“340, 1995. </reference>
		<reference numeration="12" content_type="text"> Eugster, W., Zeyer, K., Zeeman, M., Michna, P., Zingg, A., Buchmann, N., and Emmenegger, L.: Methodical study of nitrous oxide eddy covariance measurements using quantum cascade laser spectrometery over a Swiss forest, Biogeosciences, 4, 927â€“939, 2007. </reference>
		<reference numeration="13" content_type="text"> Flechard, C., Neftel, A., Jocher, M., Amman, C.: Bi-directional soil-atmosphere N&lt;sub&gt;2&lt;/sub&gt;O exchange over two mown grassland systems with contrasting management practices, Glob. Change Biol., 11, 2114â€“2127, 2005. </reference>
		<reference numeration="14" content_type="text"> Goossens, A., De Visscher, A., Boeckz, P., and Van Cleemput, O.: Two-year field study on the emission of N&lt;sub&gt;2&lt;/sub&gt;O from coarse and middle textured Belgian soils with different land use, Nutr. Cycl. Agroecos., 60, 23â€“34, 2001. </reference>
		<reference numeration="15" content_type="text"> Hernandez, G.: Fabry-Perot interferometers, Cambridge Publishing, 343~pp., 1986. </reference>
		<reference numeration="16" content_type="text"> Horst, T. W.: A simple formula for attenuation of eddy fluxes measured with first-order-response scalar sensors, Bound.-Lay. Meteorol., 82, 219â€“233, 1997. </reference>
		<reference numeration="17" content_type="text"> IPCC: Climate change 2001, The Scientific Basis, Cambridge University Press, Cambridge, UK, 2001. </reference>
		<reference numeration="18" content_type="text"> Kaimal, J. C. and Finnigan, J. J.: Atmospheric Boundary Layer Flows, Their Structure and Measurement, Oxford University Press, New York, 1994. </reference>
		<reference numeration="19" content_type="text"> Kaimal, J. C., Wyngaard, J. C., Izumi, Y., Cote, O. R.: Spectral characteristics of surface-layer turbulence, Quart. J. Roy. Meteorol. Soc., 98, 563â€“589, 1972. </reference>
		<reference numeration="20" content_type="text"> Katul, G. G., Geron, C. D., Hsieh, C.-I., Vidakovic, B., Guenther, A. B., Active turbulence and scalar transport near the forest-atmosphere interface, J. Appl. Meteorol., 37, 1533â€“1546, 1998. </reference>
		<reference numeration="21" content_type="text"> Kesik, M., Ambus, P., Baritz, R., Brüggemann, N., Butterbach-Bahl, K., Damm, M., Duyzer, J., HorvÃ¡th, L., Kiese, R., Kitzler, B., Leip, A., Li, C., Pihlatie, M., Pilegaard, K., Seufert, G., Simpson, D., Skiba, U., Smiatek, G., Vesala, T., and Zechmeister-Boltenstern, S.: Inventories of N&lt;sub&gt;2&lt;/sub&gt;O and NO emissions from European forest soils, Biogeosciences Discuss., 2, 779â€“827, 2005. </reference>
		<reference numeration="22" content_type="text"> Kormann, R., Mueller, H., and Werle, P.: Eddy flux measurements of methane over the fen Murnauer Moos, 11&amp;deg;11Â´ E, 47&amp;deg;39Â´ N, using a Fast Tunable Diode-Laser Spectrometer, Atmos. Environ., 35, 2533â€“2544, 2001. </reference>
		<reference numeration="23" content_type="text"> Kroon, P. S., Hensen, A., Jonker, H. J. J., Zahniser, M. S., van &apos;t Veen, W. H., and Vermeulen, A. T.: Suitability of quantum cascade laser spectroscopy for CH&lt;sub&gt;4&lt;/sub&gt; and N&lt;sub&gt;2&lt;/sub&gt;O eddy covariance flux measurements, Biogeosciences, 4, 715â€“728, 2007. </reference>
		<reference numeration="24" content_type="text"> Kroon, P. S., Hensen, A., Jonker, H. J. J., Ouwersloot, H. G., Vermeulen, A. T., and Bosveld F. C.: Uncertainties in eddy covariance flux measurements assessed from CH&lt;sub&gt;4&lt;/sub&gt; and N&lt;sub&gt;2&lt;/sub&gt;O observations, Agr. Forest Meteorol., in press, doi:10.1016/ j.agrformet.2009.08.008, 2009. </reference>
		<reference numeration="25" content_type="text"> Laville, P., Henault, C., Renault, P., Cellier, P., Oriol, A., Devis, X., Flura, D., and Germon, J. C.: Field comparison of nitrous oxide emission measurements using micrometeorological and chamber methods, Agronomie, 17, 375â€“388, 1997. </reference>
		<reference numeration="26" content_type="text"> Lee, X. L., Massman, W., and Law, B.: Handbook of micrometeorology, Kluwer Academic Publisher, Dordrecht, The Netherlands, 2004. </reference>
		<reference numeration="27" content_type="text"> Lenschow, D. H., Mann, J., and Christens, L.: How long is long enough when measuring fluxes and other turbulence statistics? , J. Atmos. Ocean. Tech., 11, 661â€“673, 1994. </reference>
		<reference numeration="28" content_type="text"> Lumley, J. L. and Panofsky, H. A.: The structure of atmospheric turbulence, Wiley and Sons, 239~pp., 1964. </reference>
		<reference numeration="29" content_type="text"> Mammarella, I., Launiainen, S., Gronholm, T., Keronen, P., Pumpanen, J., Rannik, Ãœ., and Vesala, T.: Relative humidity effect on the high frequency attenuation of water vapour flux measured by a closed-path eddy covariance system, J. Atmos. Ocean. Tech., 26(9), 1856â€“1866, 2009. </reference>
		<reference numeration="30" content_type="text"> McMillen, R. T.: An eddy correlation technique with extended applicability to non-simple terrain, Bound.-Lay. Meteorol., 43, 231â€“245, 1988. </reference>
		<reference numeration="31" content_type="text"> Moncrieff, J. B., Massheder, J. M., de Bruin, H., Elbers, J., Friborg, T., Heusinkveld, B., Kabat, P., Scott, S., Soegaard, H., and Verhoef, A.: A system to measure surface fluxes of momentum, sensible heat, water vapour and carbon dioxide, J. Hydrol., 188â€“189, 589â€“611, 1997. </reference>
		<reference numeration="32" content_type="text"> Moore, C. J.: Frequency response corrections for eddy correlation systems, Bound.-Lay. Meteorol., 37, 17â€“35, 1986. </reference>
		<reference numeration="33" content_type="text"> Neftel, A., Flechard, C., Ammann, C., Conen, F., Emmenegger, L. and Zeyer, K.: Experimental assessment of N&lt;sub&gt;2&lt;/sub&gt;O background fluxes in grassland systems, Tellus~B, 59, 470â€“482, 2007. </reference>
		<reference numeration="34" content_type="text"> Neftel, A., Ammann, C., Fischer, C., Spirig, C., Conen, F., Emmenegger, L., Tuzson, B., Wahlen, S.: N&lt;sub&gt;2&lt;/sub&gt;O exchange over managed grassland: Application of a quantum cascade laser spectrometer for micrometeorological flux measurements, Agr. Forest Meteorol., in press, doi:10.1016/j.agrformet.2009.07.013, 2009. </reference>
		<reference numeration="35" content_type="text"> Nelson, D. D., Shorter, J. H., McManus, J. B., and Zahniser, M. S.: Sub-part-per-billion detection of nitric oxide in air using a thermoelectrically cooled mid-infrared quantum cascade laser spectrometer, Appl. Phys. B, 75, 343â€“350, 2002. </reference>
		<reference numeration="36" content_type="text"> Percival, D. B. and Guttorp, P.: Long-memory processes, the Allan variance and wavelets, edited by: Foufoula-Georgiou, E. and Kumar, P., Wavelets in Geophysics, Academic Press, US, 325â€“344, 1994. </reference>
		<reference numeration="37" content_type="text"> Pihlatie, M., Rinne, J., Ambus, P., Pilegaard, K., Dorsey, J. R., Rannik, Ãœ., Markkanen, T., Launiainen, S., and Vesala, T.: Nitrous oxide emissions from a beech forest floor measured by eddy covariance and soil enclosure techniques, Biogeosciences, 2, 377â€“387, 2005 </reference>
		<reference numeration="38" content_type="text"> Pihlatie, M. K., Kiese, R., BrÃ¼ggemann, N., Butterbach-Bahl, K., Kieloaho, A.-J., Laurila, T., Lohila, A., Mammarella, I., Minkkinen, K., PenttilÃ¤, T., SchÃ¶nborn, J., and Vesala, T.: Greenhouse gas fluxes in a drained peatland forest during spring frost-thaw event, Biogeosciences Discuss., 6, 6111â€“6145, 2009. </reference>
		<reference numeration="39" content_type="text"> Rannik, Ãœ. and Vesala, T.: Autoregressive filtering versus linear detrending in estimation of fluxes by the eddy covariance method, Bound.-Lay. Meteorol., 91, 259â€“280, 1999. </reference>
		<reference numeration="40" content_type="text"> Rannik, Ãœ., Aubinet, M., Kurbanmuradov, O., Sabelfeld, K. K, Markkanen, T., and Vesala, T.: Footprint analysis for measurements over a heterogeneous forest, Bound.-Lay. Meteorol., 97, 137â€“166, 2000. </reference>
		<reference numeration="41" content_type="text"> Rannik, Ãœ., Markkanen, T., Raittila, J., Hari, P., and Vesala, T.: Turbulence statistics inside and over forest: Influence on footprint prediction, Bound.-Lay. Meteorol., 109, 163â€“189, 2003. </reference>
		<reference numeration="42" content_type="text"> Rannik, Ãœ., Mammarella, I., Aalto, P., Keronen, P., Vesala, T., and Kulmala, M.: Long-term aerosol particle flux observations Part I: Uncertainties and time-averaged statistics, Atmos. Environ., 43(21), 3431â€“3439, 2009. </reference>
		<reference numeration="43" content_type="text"> Rosenkranz, P., BrÃ¼ggemann, N., Papen, H., Xu, Z., Seufert, G., and Butterbach-Bahl, K.: N&lt;sub&gt;2&lt;/sub&gt;O, NO and CH&lt;sub&gt;4&lt;/sub&gt; exchange, and microbial N turnover over a Mediterranean pine forest soil, Biogeosciences Discuss., 2, 673â€“702, 2005. </reference>
		<reference numeration="44" content_type="text"> Scanlon, T. M. and Kiely, G.: Ecosystem-scale measurements of nitrous oxide fluxes for an intensely grazed, fertilized grassland, Geophys. Res. Lett., 30(16), 1852, doi:10.1029/2003GL017454, 2003. </reference>
		<reference numeration="45" content_type="text"> Silver, W. L., Thompson, A. W., McGroddy, M. E., Varner, R. K., Dias, J. D., Silva, H., Crill, P., and Kellers, M.: Fine root dynamics and trace gas fluxes in two lowland tropical forest soils, Glob. Change Biol., 11, 290â€“306, 2005. </reference>
		<reference numeration="46" content_type="text"> Skiba, U., Fowler, D., and Smith, K. A.: Emissions of NO and N&lt;sub&gt;2&lt;/sub&gt;O from soils, Environ. Mon. Assess., 31, 153â€“158, 1994. </reference>
		<reference numeration="47" content_type="text"> Smith, K. A., Clayton, H., Arah, J. R. M., Christensen, S., Ambus, P., Fowler, D., Hargreaves, K. J., Skiba, U., Harris, G. W., Wienhold, F. G., Klemedtsson, L., and Galle, B.: Micrometeorological and chamber methods for measurement of nitrous oxide fluxes between soils and the atmosphere: Overview and conclusions, J. Geophys. Res., 99(D8), 16541â€“16548, 1994. </reference>
		<reference numeration="48" content_type="text"> Vickers, D. and Mahrt, L.: Quality control and flux sampling problems for tower and aircraft data, J. Atmos. Ocean. Tech., 14, 512â€“526, 1997. </reference>
		<reference numeration="49" content_type="text"> Webb, E. K., Pearman, G. I., and Leuning, R.: Correction of flux measurements for density effects due to heat and water vapour transfer, Quart. J. Roy. Meteor. Soc., 106, 85â€“100, 1980. </reference>
		<reference numeration="50" content_type="text"> Werle, P., Muecke, R., and Slemr, F.: The limits of signal averaging in atmospheric trace gas monitoring by tunable diode-laser absorption spectroscopy, Appl. Phys. B, 57, 131â€“139, 1993. </reference>
		<reference numeration="51" content_type="text"> Werle, P., Mazzinghi, P., D&apos;Amato, F., De Rosa, M., Maurer, K., Slemr, F.: Signal processing and calibration procedures for in-situ diode-laser absorption spectroscopy, Spectrochim. Acta A, 60, 1685â€“1705, 2004. </reference>
		<reference numeration="52" content_type="text"> Werle, P.: Time domain characterization of micrometeorological data based on a two sample variance, Agr. Forest Meteorol., in press, doi:10.1016/j.agrformet.2009.12.007, 2009. </reference>
		<reference numeration="53" content_type="text"> Wienhold, F. G., Frahm, H., and Harris, G. W.: Measurements of N&lt;sub&gt;2&lt;/sub&gt;O fluxes from fertilized grassland using a fast response tunable diode laser spectrometer, J. Geophys. Res., 99(D8), 16557â€“16567, 1994. </reference>
		<reference numeration="54" content_type="text"> Wyngaard, J. C.: On the surface layer turbulence, edited by: Haugen, D. A., Workshop on micrometeorology, Boston, AMS, 101â€“149, 1973. </reference>
	</references>
</article>

